Genomics | Machine Learning | Preventive Medicine Optimizing clinico-genomic disease prediction across ancestries: a machine learning strategy with Pareto improvement. June 4, 2024
Genomics | Molecular Biology | Oncology Single cell lineage tracing reveals clonal dynamics of anti-EGFR therapy resistance in triple negative breast cancer. April 11, 2024
Bioinformatics | Computational Biology | Genomics Unsupervised spatially embedded deep representation of spatial transcriptomics. January 12, 2024
Bioinformatics | Genetics | Neurology DeepGAMI: deep biologically guided auxiliary learning for multimodal integration and imputation to improve genotype-phenotype prediction. October 31, 2023
Immunology | Oncology A robust deep learning workflow to predict CD8 + T-cell epitopes. September 13, 2023
Genomics | Oncology | Precision Medicine Mutation-Attention (MuAt): deep representation learning of somatic mutations for tumour typing and subtyping. July 7, 2023
Bioinformatics | Genetics MetaRNN: differentiating rare pathogenic and rare benign missense SNVs and InDels using deep learning. October 11, 2022
Bioinformatics | Computer Science | Microbiology Ontology-aware deep learning enables ultrafast and interpretable source tracking among sub-million microbial community samples from hundreds of niches. April 27, 2022
Genetics | Neurology Large-scale discovery of novel neurodevelopmental disorder-related genes through a unified analysis of single-nucleotide and copy number variants. April 26, 2022
Hematology | Neurology | Oncology Diagnostic Evidence GAuge of Single cells (DEGAS): a flexible deep transfer learning framework for prioritizing cells in relation to disease. February 2, 2022
Bioinformatics | Oncology | Precision Medicine Deep learning in cancer diagnosis, prognosis and treatment selection. September 28, 2021